The White House has cracked open the door to a budget compromise with congressional Republicans by signaling it might not insist on raising taxes as part of a deal to replace some scheduled spending cuts, people familiar with the matter said.

The development could help end an impasse between the White House and the GOP that has persisted for three years. It is sure to arise again as a House-Senate committee begins negotiations...